Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "50"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 50 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 123 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 118 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 50, Node 3:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.491718	3.765497	0.484169	3.599474	2.025452	6.139171	0.638583	5.668757	0.0929	0.0834	0.0069	1.242608	1.241578
2459593	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.281470	14.433329	0.199997	1.501883	1.477409	25.087350	7.470623	15.122357	0.1056	0.0910	0.0096	1.274294	1.272948
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.228934	-0.655746	-0.577876	-0.815530	1.556760	-1.399645	1.595560	-0.174289	0.0279	0.0279	0.0004	nan	nan
2459591	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.779371	22.600146	1.123100	2.724831	0.508235	10.032565	3.279621	24.326744	0.1054	0.0955	0.0124	1.117017	1.119632
2459590	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.608251	26.157422	1.329901	2.808529	2.655627	14.702091	3.438789	29.821444	0.1049	0.0923	0.0116	1.258709	1.264041
2459589	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.645844	20.909949	1.253279	1.925561	3.737155	18.872154	3.659918	5.771510	0.0998	0.0832	0.0091	1.228119	1.225093
2459588	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.569302	15.221454	0.460666	3.044314	2.616534	19.576521	3.856150	7.251091	0.0623	0.0707	0.0040	1.193112	1.193791
2459587	digital_ok	100.00%	-	-	-	100.00%	0.00%	1.894969	5.200017	1.069885	0.724076	-1.594851	3.706129	-4.675000	35.042728	nan	nan	nan	32.145401	38.258682
2459586	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	6.723297	17.331451	-0.470494	0.242740	3.082318	6.430059	12.069711	16.402988	0.1004	0.0860	0.0107	1.192496	1.189933
2459585	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.174730	0.496068	-0.540180	0.289044	2.068846	-0.669711	0.485886	-0.868527	0.0304	0.0304	0.0008	0.000000	0.000000
2459584	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.115309	54.750652	2.452645	7.481876	11.091364	24.686705	0.872826	5.139661	0.0845	0.0791	0.0119	31.129485	19.703335
2459583	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.180003	33.847408	1.396273	2.223656	2.325055	7.713278	1.744226	7.111415	0.0992	0.0906	0.0136	1.144381	1.141621
2459582	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.223094	29.434619	1.426357	1.768181	2.493367	9.525492	0.468301	5.885022	0.0577	0.0742	0.0049	1.208964	1.208213
2459581	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.225431	39.804773	0.673405	1.885691	1.988372	8.382048	1.370206	7.804952	0.0920	0.0847	0.0132	1.159242	1.159768
2459580	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.198493	30.216464	1.573597	2.132128	2.940681	8.323169	1.873506	13.381587	0.0559	0.0747	0.0056	0.879349	0.877646
2459579	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.070830	30.067082	1.979769	2.455805	2.687395	7.500944	1.656360	9.169829	0.0941	0.0763	0.0123	1.226501	1.230163
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.306461	1.193091	-0.274840	1.183982	-0.224472	-0.223071	-0.449884	-1.803824	0.0279	0.0276	0.0001	nan	nan
2459577	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459576	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.132803	29.020014	0.286903	1.126163	1.345373	8.051669	2.493130	13.441597	0.1016	0.0807	0.0137	1.185775	1.183740
2459575	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	13.599107	13.082054	0.370977	1.116923	11.190884	10.617639	3.305321	1.245701	0.1038	0.0724	0.0088	0.900006	0.898612
2459574	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.570900	27.924962	0.299773	0.976487	0.849740	15.936993	4.523029	18.089130	0.0944	0.0842	0.0140	1.169487	1.170662
2459573	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.628294	16.542089	2.162662	3.522047	2.358860	14.401091	1.871164	39.336100	0.0978	0.0847	0.0141	0.000000	0.000000
2459572	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.309341	18.349469	0.503985	1.846025	1.146922	7.682389	1.160288	43.323591	0.1032	0.0930	0.0158	1.294835	1.294427
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.350335	1.024899	-0.298574	1.109346	1.585856	0.603382	-0.598579	-1.836620	0.0287	0.0284	0.0009	nan	nan
2459570	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.039310	2.233353	-0.041159	0.089441	-0.167887	0.762615	-1.150327	0.631848	0.0853	0.0940	0.0120	1.192562	1.195274
2459569	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.048707	25.287622	0.409073	1.254473	2.158769	4.085415	3.661122	6.255692	0.1074	0.0846	0.0080	1.225256	1.224821
2459566	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.338341	5.749072	1.034949	2.744595	1.297634	2.967693	-0.076036	-0.130487	0.0908	0.0737	0.0136	1.340494	1.358615
2459565	digital_ok	0.00%	-	-	-	100.00%	0.00%	-0.458228	-0.458228	-0.411532	-0.411532	-0.677191	-0.677191	-0.808887	-0.808887	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.390878	14.881722	-0.603308	0.043716	1.698860	4.823685	-0.186494	1.198613	0.0957	0.0760	0.0099	1.216799	1.223805
2459563	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.183571	12.813850	-0.781100	4.811975	1.930955	8.516604	0.264839	1.998654	0.1008	0.0808	0.0125	1.136277	1.145733
2459562	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.681160	3.986538	-1.088282	-1.373543	-0.834308	-0.218882	0.160927	0.762509	0.1033	0.0815	0.0123	1.231095	1.236196
2459561	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.374139	1.043972	-1.425476	-1.901881	-1.302244	-1.202219	0.484566	0.494311	0.0881	0.0731	0.0073	1.249198	1.253409
2459560	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.084447	0.063164	-1.171302	-1.568833	-1.067653	-0.925578	1.064902	0.603411	0.0979	0.0766	0.0128	1.244371	1.249607
2459559	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.527114	-1.050271	-1.160963	-1.840846	-1.140367	-1.217671	0.094366	-0.353295	0.0905	0.0661	0.0087	1.227397	1.230942
2459558	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.090036	0.989893	1.800428	2.537501	2.779429	2.988316	1.297403	-0.309946	0.1024	0.0793	0.0111	1.265180	1.268217
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0293	0.0284	0.0005	nan	nan
2459556	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.557892	-0.246629	1.116810	2.392699	2.465963	2.214903	0.312362	-0.212675	0.0821	0.0694	0.0058	1.207712	1.208570
2459554	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0958	0.0765	0.0105	nan	nan
2459553	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0740	0.0632	0.0050	nan	nan
2459552	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.649481	2.017242	0.619850	4.637564	1.659933	4.948999	0.114273	-0.086470	0.0878	0.0744	0.0111	5.028298	9.466277
2459551	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.037149	1.593855	0.155682	-2.510330	-0.532442	-0.405124	0.951691	0.326049	0.0887	0.0817	0.0117	1.239301	1.241692
2459550	digital_ok	-	98.35%	98.35%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0411	0.0411	0.0007	nan	nan
2459549	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.462525	1.286576	1.188793	2.988970	4.817201	1.906756	0.368307	-0.454272	0.0892	0.0808	0.0125	1.342136	1.348810
2459542	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.186817	0.556758	-0.939151	1.138565	2.063018	2.513153	-0.311799	0.314560	0.0996	0.0759	0.0107	1.248911	1.247665
2459541	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.369651	0.962026	0.884236	3.730534	0.184818	3.377143	-0.410108	1.592693	0.1022	0.0824	0.0131	1.254584	1.248456
2459540	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.452202	10.761654	-1.590919	-1.543907	1.556647	1.026416	-0.867294	-0.130398	0.1011	0.0814	0.0151	1.217959	1.215117
2459536	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.146458	-1.021575	0.912656	5.565072	1.492574	3.316044	0.089629	-0.209577	0.0928	0.0789	0.0157	0.937149	0.941512
2459535	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.784341	9.208953	-1.351625	-1.411719	1.000913	0.913912	0.000134	0.530192	0.1206	0.0866	0.0199	1.271234	1.263695
2459534	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.840004	7.874172	-1.440251	-1.953812	2.356680	-0.164405	0.138531	0.892450	0.1129	0.0774	0.0130	1.232771	1.226038
2459533	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.577380	15.462874	1.689894	3.741152	3.168530	3.701451	-0.320788	0.307359	0.0961	0.0710	0.0109	1.219087	1.223210
2459532	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.951847	16.124484	2.067876	4.742609	4.003347	7.574749	0.205806	1.509872	0.0981	0.0725	0.0130	1.173013	1.172255
2459530	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.575913	0.103221	-1.105903	-1.978102	-0.635918	-1.068612	0.484880	0.254574	0.1232	0.0906	0.0211	1.286982	1.276893
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.850514	8.967401	2.159974	3.879332	0.012703	7.903558	-1.125496	0.354075	0.0889	0.0768	0.0061	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	0.393351	-0.331963	1.276288	5.102158	28.305515	30.991466	15.167093	14.388805	nan	nan	nan	1.554727	1.540566
2459522	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.597135	5.289978	2.242358	4.993741	3.053354	3.415734	-0.670729	-0.670993	0.1098	0.0766	0.0080	1.244947	1.235564
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.628734	1.260149	-0.471518	0.467849	0.608633	-0.845813	-0.469231	-1.553156	0.0337	0.0331	0.0026	nan	nan
2459508	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.046187	4.307599	1.804337	2.656021	0.443908	6.173395	1.280077	1.893421	0.9121	0.9582	0.1712	0.000000	0.000000
2459505	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.042587	0.046915	1.076163	2.778715	1.337471	4.672162	0.248934	1.577771	0.8823	0.8492	0.2166	11.627713	11.055527
2459503	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.309030	8.336658	1.617795	3.929063	1.687721	6.671226	-0.803741	1.414835	0.8562	0.8588	0.4750	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 50: 2459649

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	30.849678	0.137003	30.849678	-0.424128	2.642506	-0.265832	7.629590	8.230294	10.770359

---

Antenna 50: 2459648

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 50: 2459647

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	31035.051844	0.971804	0.971804	1034.216117	1034.216117	31035.051844	31035.051844	6.185385	6.185385

---

Antenna 50: 2459646

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	34.365273	-0.324214	24.468530	0.373261	2.175774	0.327516	10.876062	7.227887	34.365273

---

Antenna 50: 2459645

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	20.022094	0.593658	3.421124	0.633597	-0.565978	2.388413	10.416964	11.162825	20.022094

---

Antenna 50: 2459642

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 50: 2459640

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	34.399294	0.451515	34.399294	1.359220	3.130034	1.442538	7.855667	4.610893	20.689879

---

Antenna 50: 2459639

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	28.910962	0.156165	28.910962	1.541070	3.036679	0.538560	6.674478	1.439026	5.327731

---

Antenna 50: 2459638

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	12.922294	-0.188183	12.922294	-0.453358	2.928892	0.067311	7.676156	2.686223	10.821055

---

Antenna 50: 2459637

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	43.876800	0.039407	8.770953	0.058743	0.262735	1.622256	12.670473	5.763368	43.876800

---

Antenna 50: 2459636

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	29.239877	-0.178987	22.848114	0.339555	2.288038	0.754358	13.412983	2.637828	29.239877

---

Antenna 50: 2459635

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	50.600654	29.274730	0.281367	2.737466	-0.041173	11.756585	0.269326	50.600654	2.782069

---

Antenna 50: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Power	152134.222369	9.921354	-0.673878	152134.222369	-0.674370	8.343985	-0.675206	8.333632	-0.675198

---

Antenna 50: 2459633

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	22.239985	20.192919	2.225949	3.761112	0.109393	13.296984	0.840022	22.239985	1.218762

---

Antenna 50: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	52.898753	22.426781	2.619359	3.199321	0.111144	9.202884	0.248366	52.898753	2.820773

---

Antenna 50: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	80.289495	2.439067	31.819541	0.057264	4.353933	0.702794	15.567184	1.828743	80.289495

---

Antenna 50: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	101.374447	35.289523	3.049968	3.387590	-0.210512	16.800245	1.027641	101.374447	3.268155

---

Antenna 50: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	22.876864	22.876864	2.455737	4.066576	0.326892	14.145613	0.817334	20.529878	0.853085

---

Antenna 50: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	41.591814	19.061133	0.420240	1.357220	-0.097087	8.146263	0.297233	41.591814	1.038124

---

Antenna 50: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	-0.675064	-0.676158	-0.676158	-0.676398	-0.676398	-0.675064	-0.675064	-0.675158	-0.675158

---

Antenna 50: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	32.735292	32.735292	0.163272	2.598902	0.293542	8.285794	-0.384483	1.015513	1.253483

---

Antenna 50: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	48.511768	-0.266356	27.415631	-0.087011	2.419066	0.953059	19.001706	2.755824	48.511768

---

Antenna 50: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	41.915322	41.915322	-0.392931	3.308487	-0.456683	13.322525	-0.181028	3.662614	0.332775

---

Antenna 50: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 50: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	33.539012	22.011473	0.644422	3.421794	1.856253	12.267697	8.074730	33.539012	0.957758

---

Antenna 50: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	33.916529	33.916529	1.715796	31.216399	32.277960	nan	nan	-19.102210	-19.669172

---

Antenna 50: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Power	15.239607	-0.290883	-1.023365	13.827494	15.239607	-0.017789	1.030346	-1.527582	-0.895129

---

Antenna 50: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	38.052795	23.176523	0.275614	2.277663	-0.268396	18.628331	0.683405	38.052795	3.018388

---

Antenna 50: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	41.478726	31.722750	0.612448	2.841141	-0.172894	18.242888	0.683253	41.478726	1.981633

---

Antenna 50: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	10.526242	1.840174	8.473781	0.107051	0.344682	8.136742	6.498277	9.788460	10.526242

---

Antenna 50: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	63.996072	20.953683	0.151653	3.049670	-0.184876	24.843803	0.433759	63.996072	7.758680

---

Antenna 50: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	37.115528	0.458004	25.421733	-0.008013	1.886263	0.314809	6.733391	4.632771	37.115528

---

Antenna 50: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	180.748644	1.088946	40.349318	0.114711	3.129935	0.178536	21.281726	17.396908	180.748644

---

Antenna 50: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 50: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	27.691706	1.105842	11.784219	-0.078960	0.955202	-0.243876	14.586595	4.028531	27.691706

---

Antenna 50: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	52.136868	0.851962	18.147554	0.159309	0.900378	1.390225	11.578738	10.807415	52.136868

---

Antenna 50: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	20.304058	0.908046	20.304058	0.207425	1.481017	1.258541	6.579439	2.715076	9.856594

---

Antenna 50: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	23.036108	20.758971	0.756138	2.016969	-0.144607	7.010627	1.627120	23.036108	4.496642

---

Antenna 50: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Power	inf	323.423673	321.164954	inf	inf	51.324259	43.042183	605.388469	486.984803

---

Antenna 50: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	50.932241	33.608770	0.126721	3.953939	-0.406181	5.883042	-0.676691	50.932241	2.767206

---

Antenna 50: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	1.750823	0.514622	-0.677442	-0.043121	-0.858510	0.305035	0.658954	1.750823	-0.235613

---

Antenna 50: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	38.298554	0.694938	38.298554	0.815186	4.837259	0.016579	13.360866	2.973384	14.031046

---

Antenna 50: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	19.717401	0.302900	19.717401	0.210293	1.815591	1.010649	3.784792	1.612581	2.690124

---

Antenna 50: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	17.577552	17.577552	0.640703	2.172453	-0.089248	3.519783	1.086785	12.094212	3.243663

---

Antenna 50: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	32.219726	0.600281	32.219726	0.272949	3.951387	0.444748	10.749556	3.305655	19.049132

---

Antenna 50: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	31.409991	31.409991	0.289256	4.498343	-0.218475	10.685243	0.426394	9.470357	1.498165

---

Antenna 50: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	30.630133	30.630133	0.440984	3.634694	0.175378	11.594382	-0.070780	26.783897	2.237384

---

Antenna 50: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	22.027522	22.027522	0.272321	1.694990	1.083074	7.395949	3.274353	7.917339	1.712217

---

Antenna 50: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	6.139171	1.491718	3.765497	0.484169	3.599474	2.025452	6.139171	0.638583	5.668757

---

Antenna 50: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	25.087350	1.281470	14.433329	0.199997	1.501883	1.477409	25.087350	7.470623	15.122357

---

Antenna 50: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	1.595560	-0.655746	-0.228934	-0.815530	-0.577876	-1.399645	1.556760	-0.174289	1.595560

---

Antenna 50: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	24.326744	22.600146	0.779371	2.724831	1.123100	10.032565	0.508235	24.326744	3.279621

---

Antenna 50: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	29.821444	1.608251	26.157422	1.329901	2.808529	2.655627	14.702091	3.438789	29.821444

---

Antenna 50: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	20.909949	20.909949	0.645844	1.925561	1.253279	18.872154	3.737155	5.771510	3.659918

---

Antenna 50: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	19.576521	0.569302	15.221454	0.460666	3.044314	2.616534	19.576521	3.856150	7.251091

---

Antenna 50: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	35.042728	5.200017	1.894969	0.724076	1.069885	3.706129	-1.594851	35.042728	-4.675000

---

Antenna 50: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	17.331451	6.723297	17.331451	-0.470494	0.242740	3.082318	6.430059	12.069711	16.402988

---

Antenna 50: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	2.068846	0.174730	0.496068	-0.540180	0.289044	2.068846	-0.669711	0.485886	-0.868527

---

Antenna 50: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	54.750652	1.115309	54.750652	2.452645	7.481876	11.091364	24.686705	0.872826	5.139661

---

Antenna 50: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	33.847408	0.180003	33.847408	1.396273	2.223656	2.325055	7.713278	1.744226	7.111415

---

Antenna 50: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	29.434619	29.434619	0.223094	1.768181	1.426357	9.525492	2.493367	5.885022	0.468301

---

Antenna 50: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	39.804773	0.225431	39.804773	0.673405	1.885691	1.988372	8.382048	1.370206	7.804952

---

Antenna 50: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	30.216464	30.216464	0.198493	2.132128	1.573597	8.323169	2.940681	13.381587	1.873506

---

Antenna 50: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	30.067082	-0.070830	30.067082	1.979769	2.455805	2.687395	7.500944	1.656360	9.169829

---

Antenna 50: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	1.193091	0.306461	1.193091	-0.274840	1.183982	-0.224472	-0.223071	-0.449884	-1.803824

---

Antenna 50: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 50: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	29.020014	29.020014	0.132803	1.126163	0.286903	8.051669	1.345373	13.441597	2.493130

---

Antenna 50: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Shape	13.599107	13.082054	13.599107	1.116923	0.370977	10.617639	11.190884	1.245701	3.305321

---

Antenna 50: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	27.924962	0.570900	27.924962	0.299773	0.976487	0.849740	15.936993	4.523029	18.089130

---

Antenna 50: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	39.336100	16.542089	0.628294	3.522047	2.162662	14.401091	2.358860	39.336100	1.871164

---

Antenna 50: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Discontinuties	43.323591	18.349469	0.309341	1.846025	0.503985	7.682389	1.146922	43.323591	1.160288

---

Antenna 50: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	1.585856	1.024899	0.350335	1.109346	-0.298574	0.603382	1.585856	-1.836620	-0.598579

---

Antenna 50: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	2.233353	0.039310	2.233353	-0.041159	0.089441	-0.167887	0.762615	-1.150327	0.631848

---

Antenna 50: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	25.287622	25.287622	1.048707	1.254473	0.409073	4.085415	2.158769	6.255692	3.661122

---

Antenna 50: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	5.749072	5.749072	0.338341	2.744595	1.034949	2.967693	1.297634	-0.130487	-0.076036

---

Antenna 50: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Power	-0.411532	-0.458228	-0.458228	-0.411532	-0.411532	-0.677191	-0.677191	-0.808887	-0.808887

---

Antenna 50: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	14.881722	-0.390878	14.881722	-0.603308	0.043716	1.698860	4.823685	-0.186494	1.198613

---

Antenna 50: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	12.813850	0.183571	12.813850	-0.781100	4.811975	1.930955	8.516604	0.264839	1.998654

---

Antenna 50: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	3.986538	-0.681160	3.986538	-1.088282	-1.373543	-0.834308	-0.218882	0.160927	0.762509

---

Antenna 50: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	1.043972	-0.374139	1.043972	-1.425476	-1.901881	-1.302244	-1.202219	0.484566	0.494311

---

Antenna 50: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	1.064902	0.084447	0.063164	-1.171302	-1.568833	-1.067653	-0.925578	1.064902	0.603411

---

Antenna 50: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	0.094366	-0.527114	-1.050271	-1.160963	-1.840846	-1.140367	-1.217671	0.094366	-0.353295

---

Antenna 50: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	2.988316	0.989893	2.090036	2.537501	1.800428	2.988316	2.779429	-0.309946	1.297403

---

Antenna 50: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	2.465963	-0.246629	0.557892	2.392699	1.116810	2.214903	2.465963	-0.212675	0.312362

---

Antenna 50: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	4.948999	2.017242	0.649481	4.637564	0.619850	4.948999	1.659933	-0.086470	0.114273

---

Antenna 50: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	1.593855	1.593855	0.037149	-2.510330	0.155682	-0.405124	-0.532442	0.326049	0.951691

---

Antenna 50: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Variability	4.817201	0.462525	1.286576	1.188793	2.988970	4.817201	1.906756	0.368307	-0.454272

---

Antenna 50: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	2.513153	0.556758	-0.186817	1.138565	-0.939151	2.513153	2.063018	0.314560	-0.311799

---

Antenna 50: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Power	3.730534	0.962026	-0.369651	3.730534	0.884236	3.377143	0.184818	1.592693	-0.410108

---

Antenna 50: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	10.761654	10.761654	-0.452202	-1.543907	-1.590919	1.026416	1.556647	-0.130398	-0.867294

---

Antenna 50: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Power	5.565072	-1.021575	0.146458	5.565072	0.912656	3.316044	1.492574	-0.209577	0.089629

---

Antenna 50: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	9.208953	-0.784341	9.208953	-1.351625	-1.411719	1.000913	0.913912	0.000134	0.530192

---

Antenna 50: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	7.874172	7.874172	-0.840004	-1.953812	-1.440251	-0.164405	2.356680	0.892450	0.138531

---

Antenna 50: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	15.462874	0.577380	15.462874	1.689894	3.741152	3.168530	3.701451	-0.320788	0.307359

---

Antenna 50: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	16.124484	0.951847	16.124484	2.067876	4.742609	4.003347	7.574749	0.205806	1.509872

---

Antenna 50: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	ee Temporal Discontinuties	0.484880	0.103221	-0.575913	-1.978102	-1.105903	-1.068612	-0.635918	0.254574	0.484880

---

Antenna 50: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 50: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	8.967401	0.850514	8.967401	2.159974	3.879332	0.012703	7.903558	-1.125496	0.354075

---

Antenna 50: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	30.991466	0.393351	-0.331963	1.276288	5.102158	28.305515	30.991466	15.167093	14.388805

---

Antenna 50: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	5.289978	5.289978	0.597135	4.993741	2.242358	3.415734	3.053354	-0.670993	-0.670729

---

Antenna 50: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	1.260149	1.260149	0.628734	0.467849	-0.471518	-0.845813	0.608633	-1.553156	-0.469231

---

Antenna 50: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	6.173395	4.307599	1.046187	2.656021	1.804337	6.173395	0.443908	1.893421	1.280077

---

Antenna 50: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Power	3.671788	0.687377	0.953680	1.828762	3.671788	0.578839	3.587005	-0.508470	0.012750

---

Antenna 50: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Temporal Variability	4.672162	0.046915	-0.042587	2.778715	1.076163	4.672162	1.337471	1.577771	0.248934

---

Antenna 50: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
50	3	digital_ok	nn Shape	8.336658	1.309030	8.336658	1.617795	3.929063	1.687721	6.671226	-0.803741	1.414835

---